Devin John Roach

Devin John Roach

Georgia Institute of Technology

H-index: 17

North America-United States

About Devin John Roach

Devin John Roach, With an exceptional h-index of 17 and a recent h-index of 17 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Mechanics of Soft materials, Additive Manufacturing, Liquid Crystal Elastomers, Printed Electronics.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Machine Learning Approach for Real-Time Control of Extrusion Additive Manufacturing

Encapsulated Transition Metal Catalysts Enable Long-term Stability in Frontal Polymerization Resins

Invertible neural networks for real-time control of extrusion additive manufacturing

Design and Analysis of 3D Printed Structures using Machine Learning

3D Printing of Conversion Cathodes for Enhanced Custom-Form Lithium Batteries

In situ characterization of material extrusion printing by near-infrared spectroscopy

Free-Form Liquid Crystal Elastomers via Embedded 4D Printing

A hybrid additive manufacturing process for production of functional fiber-reinforced polymer composite structures

Devin John Roach Information

University

Position

PhD Candidate in Mechanical Engineering

Citations(all)

2076

Citations(since 2020)

2034

Cited By

580

hIndex(all)

17

hIndex(since 2020)

17

i10Index(all)

18

i10Index(since 2020)

18

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

Devin John Roach Skills & Research Interests

Mechanics of Soft materials

Additive Manufacturing

Liquid Crystal Elastomers

Printed Electronics

Top articles of Devin John Roach

Title

Journal

Author(s)

Publication Date

A Machine Learning Approach for Real-Time Control of Extrusion Additive Manufacturing

Available at SSRN 4423012

Devin Roach

Andrew Rohskopf

Leah Appelhans

Adam Cook

2023

Encapsulated Transition Metal Catalysts Enable Long-term Stability in Frontal Polymerization Resins

Macromolecules

Oleg Davydovich

Andrew J Greenlee

Harrison D Root

Annika L Jansen

Shantae C Gallegos

...

2023/9/1

Invertible neural networks for real-time control of extrusion additive manufacturing

Additive Manufacturing

Devin J Roach

Andrew Rohskopf

Samuel Leguizamon

Leah Appelhans

Adam W Cook

2023/7/25

Design and Analysis of 3D Printed Structures using Machine Learning

2023/6/15

3D Printing of Conversion Cathodes for Enhanced Custom-Form Lithium Batteries

Electrochemical Society Meeting Abstracts 244

Jorge Antonio Cardenas

John Paul Bullivant

Bryan R Wygant

Laura C Merrill

Igor V Kolesnichenko

...

2023/12/22

In situ characterization of material extrusion printing by near-infrared spectroscopy

Additive Manufacturing

Erik Linde

Mathew C Celina

Leah N Appelhans

Devin J Roach

Adam W Cook

2023/2/5

Free-Form Liquid Crystal Elastomers via Embedded 4D Printing

ACS Applied Materials & Interfaces

Luke McDougall

Jeremy Herman

Emily Huntley

Samuel Leguizamon

Adam Cook

...

2023/12/12

A hybrid additive manufacturing process for production of functional fiber-reinforced polymer composite structures

Journal of Composite Materials

Connor D Armstrong

Liang Yue

Xiao Kuang

Devin J Roach

Martin L Dunn

...

2023/2

Real-time process monitoring for direct ink write additive manufacturing

2023/12/5

Modeling The Influence of Printing Defects in Additively Manufactured Silicone Lattice Structures.

Craig Hamel

Kevin Long

Devin Roach

Adam Cook

2022/6/1

Editorial: Soft robotics based on liquid crystal elastomers (LCEs)

Frontiers in Robotics and AI

Zhijian Wang

Jennifer Boothby

Devin J. Roach*

Qiguang He*

2022/10/13

Real-Time Process Monitoring of Additively Manufactured Components Using Computer Vision & Artificial Intelligence.

Devin Roach

William Reinholtz

Leah Appelhans

Adam Cook

2022/4/1

3D Printing of Ridged FeS2 Cathodes for Improved Rate Capability and Custom-Form Lithium Batteries

ACS Applied Materials & Interfaces

Jorge A Cardenas

John P Bullivant

Igor V Kolesnichenko

Devin J Roach

Michael A Gallegos

...

2022/10/3

4D Printed Multifunctional Composites With Cooling‐Rate Mediated Tunable Shape Morphing

Advanced Functional Materials

Devin J Roach

Xiaohao Sun

Xirui Peng

Frédéric Demoly

Kun Zhou

...

2022/9

Real-Time Process Modeling & Control of Direct Ink Write 3D Printing using Computer Vision and Machine Learning.

Devin Roach

Andrew Rohskopf

William Reinholtz

Leah Appelhans

Adam Cook

2022/8/1

Integrating digital light processing with direct ink writing for hybrid 3D printing of functional structures and devices

Additive Manufacturing

Xirui Peng

Xiao Kuang

Devin J Roach

Yaoqing Wang

Craig M Hamel

...

2021/4/1

Developing intelligent structures and devices using smart materials and multi‐material multi‐method (M4) 3D printing

Structural Health Monitoring 2019

DEVIN ROACH

JANET WONG

XIAO KUANG

CRAIG HAMEL

JOSH KOVITZ

...

2019

Microextrusion of Energy Storage Materials for Custom-Form Lithium Batteries.

Jorge Cardenas

John Bullivant

David Ashby

Devin Roach

Igor Kolesnichenko

...

2021/12/1

Shape‐memory balloon structures by pneumatic multi‐material 4D printing

Advanced Functional Materials

Qiang Zhang

Xiao Kuang

Shayuan Weng

Liang Yue

Devin J Roach

...

2021/5

Utilizing computer vision and artificial intelligence algorithms to predict and design the mechanical compression response of direct ink write 3D printed foam replacement …

Additive Manufacturing

Devin J Roach

Andrew Rohskopf

Craig M Hamel

William D Reinholtz

Robert Bernstein

...

2021/5/1

See List of Professors in Devin John Roach University(Georgia Institute of Technology)

Co-Authors

H-index: 83
Martin L. Dunn

Martin L. Dunn

University of Colorado Denver

H-index: 81
H. Jerry Qi

H. Jerry Qi

Georgia Institute of Technology

H-index: 55
Laurence J Jacobs

Laurence J Jacobs

Georgia Institute of Technology

H-index: 43
Xiao Kuang(匡晓)

Xiao Kuang(匡晓)

Georgia Institute of Technology

H-index: 39
Christopher M. Yakacki, Ph.D.

Christopher M. Yakacki, Ph.D.

University of Colorado Denver

H-index: 26
Chao Yuan(原超)

Chao Yuan(原超)

Xi'an Jiaotong University

academic-engine